可爱的四格分词科普信息图

{"type":"hand-drawn educational infographic illustration","style":"cute notebook doodle style, hand-painted handbook aesthetic, warm beige paper background with faint texture, playful sketchy outlines, soft pastel colors, small flower and star doodles, taped paper-card layout","aspect_ratio":"wide horizontal","subject":{"characters":[{"name":"{argument name=\"dog character name\" default=\"柴小七\"}","species":"Shiba Inu mascot","appearance":"cute orange-brown Shiba Inu with cream muzzle and belly, round face, upright ears, friendly expression, simplified cartoon anatomy"},{"name":"{argument name=\"blue character name\" default=\"Token\"}","species":"blue token mascot","appearance":"rounded triangular blue droplet-shaped character with glossy gradient body, tiny arms and legs, rosy cheeks, smiling face, the word \"{argument name=\"token label\" default=\"TOKEN\"}\" written across the body in white"}],"theme":"compare four levels of text segmentation in a friendly science-explainer format"},"layout":{"sections":[{"title":"1.词级分词","position":"far left panel","count":1,"subtitle":"按完整语义划分","scene":"the Shiba Inu and blue token character stand beside a basket labeled \"Tokens\" filled with paper strips. Visible strips and tags read \"程序员\", \"Left\", \"人工智能\", and a small sign reads \"程序员Left\". The token character points toward the basket while the dog presents the categorized pieces."},{"title":"2.字符级分词","position":"left-center panel","count":1,"subtitle":"逐字切分文本","scene":"the blue token character holds a magnifying glass and examines scattered small character tiles on the floor while the Shiba Inu sorts them. A label strip at the bottom reads \"程序员Left人工智能\" as one continuous text sample being split into individual characters."},{"title":"3.子词分词","position":"right-center panel","count":1,"subtitle":"按词根及前后缀划分","scene":"the Shiba Inu gestures at a flowchart board showing broken word parts and arrows, while the blue token mascot stands nearby. Small paper labels include mixed chunks such as \"程序\", \"员\", \"Left\", \"人工\", and \"智能\", emphasizing morpheme or subword grouping."},{"title":"4.字节级分词","position":"far right panel","count":1,"subtitle":"转换为字节编码组合划分","scene":"the Shiba Inu uses a retro computer with a long printed strip emerging from it, and the blue token character stands to the side. Across the lower half are ribbon-like strips filled with repeated byte numbers and symbols, especially \"1\", \"2\", \"3\", \"4\", and \"-3\", illustrating byte encoding combinations."}],"decorations":{"count":10,"items":["4 pieces of taped corners in pale yellow and pink","small five-point stars scattered around panels","tiny flower doodles between panels","curved motion lines near character gestures","notebook-style vertical panel dividers","rounded rectangular panel frames","light shadows behind paper panels","faint horizontal paper grain","small spark icons","hand-drawn accent marks"]}},"composition":"four equal vertical panels arranged left to right across one canvas, each panel with a bold numbered Chinese heading and a smaller subtitle beneath it, each panel showing the two mascots acting out a different tokenization concept","text":{"headings":["1.词级分词","2.字符级分词","3.子词分词","4.字节级分词"],"subtitles":["按完整语义划分","逐字切分文本","按词根及前后缀划分","转换为字节编码组合划分"]},"quality":"clean, polished, adorable, presentation-ready educational visual","use_case":"social media science explainer comparing tokenization methods for AI and NLP"}